Analysis of the algorithm: From rankings to backup genes.

Ranking section

Table 1. Performance summary for every kernel and net before integration.

Net Kernel tpr_down_ci_0.95 tpr_up_ci_0.95 fpr_down_ci_0.95 fpr_up_ci_0.95 f
genetic_interaction_weighted ct 0.819444444444444 1 0.5 1 0.966442953020134
genetic_interaction_weighted el 1 1 0.5 1 0.96
genetic_interaction_weighted ka 1 1 1 1 0.96
genetic_interaction_weighted rf 0.819444444444444 1 0.5 1 0.966442953020134

Table 2. Performance summary for every kernel after integration

Backup Pairs Coverage By Layer

Distribution of ranks in dataset by non integrated kernels

Distribution of ranks in dataset by Integrated kernels

ROC-AUCs for Non-integrated kernel and layer

ROC-AUCS for integrated kernels

CDF plots of non integrated kernels

ROC plots of non integrated kernels

ROC plots of integrated kernels

CDF plots of integrated kernels